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Controlled Enterprise AI Built for Regulated Workflows

KAI

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The world's leading enterprises partner with Kategos.

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AI adoption is accelerating.AI costs are accelerating faster.Kategos is built for enterprise scale.

Context. Integrated across enterprise tools your business runs on.

Intelligence. The right model and level of reasoning for every task.

Permissions. Secure, permission-aware access built in from day one.

Efficiency. Pre-connected enterprise context reduces token waste.

Kategos transforms enterprise knowledge into governed execution without runaway infrastructure costs.

Sovereign intelligence. Grounded entirely in your proprietary data.

Optimized context architecture. Fewer wasted tokens, zero data leakage.

Measurable enterprise ROI. Predictable economics on systems you own.

  • Enterprise-grade security.

    Users only see what they're allowed to see.

  • Full observability.

    Track every query, answer, and action.

  • Best-in-class data governance.

    Built for compliance-heavy environments.

Built for enterprise from day one. AI only works in the enterprise when answers are secure, explainable, and permission-aware.

The VOS Governance & Orchestration Platform

  1. 01. Strategy & Policy Engine
  2. 02. Data Lineage & Provenance Sovereign
  3. 03. Agentic Orchestration Layer
  4. 04. Audit & Verification Engine
  5. 05. Continuous Evaluation Loop

Strategy & Policy Sovereign: Enterprise objectives, authorization, risk thresholds, and operating constraints.

Evidence & Context Services: Data provenance, context management, isolation, and retention policies.

Agent Orchestration & Model Routing: Workflow execution, agent coordination, and economically optimized model selection.

Citation Kernel & Audit Sovereign: Deterministic claim verification, evidence traceability, hard output enforcement, and audit records.

Value & Learning Sovereign: Outcome measurement, human escalation, feedback, and continuous improvement.

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